Update README.md

README.md

@@ -14,18 +14,28 @@ inference: False
 license: apache-2.0
 ---
 
-# ethzanalytics/gpt-j-8bit-daily_dialogues_1E
+# ethzanalytics/gpt-j-8bit-daily_dialogues
 
-This is a version of `hivemind/gpt-j-6B-8bit` fine-tuned on the daily-dialogues dataset for an epoch. it can be used as a chatbot.
+<a href="https://colab.research.google.com/gist/pszemraj/e49c60aafe04acc52fcfdd1baefe12e4/-ai-msgbot-gpt-j-6b-8bit-with-hub.ipynb">
+  <img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/>
+</a>
 
-_NOTE: this needs to be loaded via the special patching technique outlined in the hivemind model card (as with all 8bit models)_
 
+This version of `hivemind/gpt-j-6B-8bit` is fine-tuned on a parsed version of the [daily dialogues](https://huggingface.co/datasets/daily_dialog) dataset for an epoch. It can be used as a chatbot.
 
-TODO: rest of README
 
+It is designed to be used with [ai-msgbot](https://github.com/pszemraj/ai-msgbot) to take advantage of prompt engineering in fine-tuning. 
 
----
+## Usage
+
+_**NOTE: this needs to be loaded via the special patching technique** outlined in the hivemind model card (as with all 8bit models)_
+
+Examples of how to load the model correctly are already in place in the notebook linked above. A `.py` of said notebook was uploaded to the repo for reference - [link here](https://huggingface.co/ethzanalytics/gpt-j-8bit-daily_dialogues/blob/main/_ai_msgbot_gpt_j_6b_8bit_with_hub.py)
 
 
-[original demo link](https://colab.research.google.com/gist/pszemraj/76c0a80c9eacfb2c31e21c4cceb344a0/ai-msgbot-gpt-j-6b-8bit-chatbot-demo.ipynb)
+## Training
 
+For details, please see [this wandb report](https://wandb.ai/pszemraj/conversational-6B-train-vanilla/reports/Training-6B-GPT-J-8bit-for-Dialogue--VmlldzoyNTg3MzE0) for both the daily-dialogues version and the WoW version.
+
+
+---